Abstract: In accordance with an embodiment, a system for device localization and tracking for magnetic resonance (MR) image-guided interventional procedures includes an input configured to receive a set of MR images of a region of interest of a subject acquired using a magnetic resonance imaging (MRI) system and a physical device localization system. The region of interest includes a device. The physical device localization system includes a first neural network coupled to the input and configured to localize a feature of the device on the set of MR images and a second neural network coupled to the first neural network and configured to generate an estimate of a physical position of the device based on the localized device feature. The system further includes a display coupled to the second neural network and configured to display the estimate of the physical position of the device.

Abstract: Systems and methods for predicting motion of a target using imaging are provided. In one aspect, a method includes receiving image data, acquired using an imaging system, corresponding to a region of interest (“ROI”) in a subject, and generating a set of reconstructed images from the image data. The method also includes processing the set of reconstructed images to obtain motion information associated with a target in the ROI, and applying the motion information in a motion prediction framework to estimate a predicted motion of the target. The method further includes generating a report based on the predicted motion estimated.

Abstract: Systems and methods for predicting motion of a target using imaging are provided. In one aspect, a method includes receiving image data, acquired using an imaging system, corresponding to a region of interest (“ROI”) in a subject, and generating a set of reconstructed images from the image data. The method also includes processing the set of reconstructed images to obtain motion information associated with a target in the ROI, and applying the motion information in a motion prediction framework to estimate a predicted motion of the target. The method further includes generating a report based on the predicted motion estimated.